Concepedia

Toward Alzheimer’s disease classification through machine learning

M. Rohini, D. Surendran

Soft Computing · 2020 · 23 citations · 4 references

Concepts

MedicineBiomedical InformaticsNeurologyDementiaMachine LearningNeurodegenerationAlzheimer DiseaseClassificationComputer-aided DiagnosisDementia DiagnosisPattern RecognitionRepresentation LearningAlzheimer's Disease DiagnosisClassification AlgorithmsDisease Classification SystemsDisease Subtype ClassificationMachine Learning ClassificationMachine Learning For DiagnosisMachine Learning Prediction Models

References

4

Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database

Rémi Cuingnet, Emilie Gérardin, Jérôme Tessieras et al. · NeuroImage · 2010 · 965 citations · Full text

Medicine, Neurology, Neuroscience +16

Neuropathologic Features of Amnestic Mild Cognitive Impairment

Ronald C. Petersen, Joseph E. Parisi, Dennis W. Dickson et al. · Archives of Neurology · 2006 · 620 citations

Medicine, Neurology, Pathology +17

Multistage classifier-based approach for Alzheimer's disease prediction and retrieval

K.R. Kruthika, Rajeswari, H. D. Maheshappa · Informatics in Medicine Unlocked · 2018 · 149 citations · Full text

Computing, Computer Science, Radiology +17

Assessing the progression of mild cognitive impairment to Alzheimer's disease: current trends and future directions

Larry Brooks, David Loewenstein · Alzheimer s Research & Therapy · 2010 · 101 citations · Full text

Medicine, Neurology, Neuroscience +17